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NPCD

swMATH ID: 17212
Software Authors: Yi Zheng, Chia-Yi Chiu, Jeffrey A. Douglas
Description: R package NPCD. Nonparametric Methods for Cognitive Diagnosis. An array of nonparametric and parametric estimation methods for cognitive diagnostic models, including nonparametric classification of examinee attribute profiles, joint maximum likelihood estimation (JMLE) of examinee attribute profiles and item parameters, and nonparametric refinement of the Q-matrix, as well as conditional maximum likelihood estimation (CMLE) of examinee attribute profiles given item parameters and CMLE of item parameters given examinee attribute profiles. Currently the nonparametric methods in the package support both conjunctive and disjunctive models, and the parametric methods in the package support the DINA model, the DINO model, the NIDA model, the G-NIDA model, and the R-RUM model.
Homepage: https://cran.r-project.org/web/packages/NPCD/index.html
Dependencies: R
Keywords: CRAN; R package; Nonparametric Methods; Cognitive Diagnosis; JMLE; CMLE; DINA model; DINO model; NIDA model; G-NIDA model; R-RUM model
Related Software: CDM; Latent GOLD; Mplus; GDINA; CRAN; alabama; NLopt; Rsolnp; Rcpp; RcppArmadillo; ACTCD; shiny; shinydashboard; flexMIRT; R; BUGS
Referenced in: 2 Publications

Referenced in 1 Serial

2 Psychometrika

Referenced in 1 Field

2 Statistics (62-XX)

Referencing Publications by Year